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Computational Intelligence-Based Optimization Algorithms

- From Theory to Practice

Om Computational Intelligence-Based Optimization Algorithms

Computational intelligence-based optimization methods, also known as metaheuristic optimization algorithms, are a popular topic in mathematical programming. These methods have bridged the gap between various approaches and created a new school of thought to solve real-world optimization problems. In this book, we have selected some of the most effective and renowned algorithms in the literature. These algorithms are not only practical but also provide thought-provoking theoretical ideas to help readers understand how they solve optimization problems. Each chapter includes a brief review of the algorithm's background and the fields it has been used in. Additionally, Python code is provided for all algorithms at the end of each chapter, making this book a valuable resource for beginner and intermediate programmers looking to understand these algorithms.

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  • Språk:
  • Engelska
  • ISBN:
  • 9781032544168
  • Format:
  • Inbunden
  • Sidor:
  • 338
  • Utgiven:
  • 11. oktober 2023
  Fri leverans
Leveranstid: 2-4 veckor
Förväntad leverans: 18. december 2024
Förlängd ångerrätt till 31. januari 2025

Beskrivning av Computational Intelligence-Based Optimization Algorithms

Computational intelligence-based optimization methods, also known as metaheuristic optimization algorithms, are a popular topic in mathematical programming.
These methods have bridged the gap between various approaches and created a new school of thought to solve real-world optimization problems. In this book, we have selected some of the most effective and renowned algorithms in the literature. These algorithms are not only practical but also provide thought-provoking theoretical ideas to help readers understand how they solve optimization problems. Each chapter includes a brief review of the algorithm's background and the fields it has been used in.
Additionally, Python code is provided for all algorithms at the end of each chapter, making this book a valuable resource for beginner and intermediate programmers looking to understand these algorithms.

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